Pandas Profiling Report

Dataset statistics

Number of variables	27
Number of observations	839736
Missing cells	8992704
Missing cells (%)	39.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	173.0 MiB
Average record size in memory	216.0 B

Variable types

Categorical	5
Numeric	18
Unsupported	2
Boolean	2

Alerts

`IR` has constant value "-0.33"	Constant
`full_name` has a high cardinality: 839736 distinct values	High cardinality
`spec_T` has a high cardinality: 131 distinct values	High cardinality
`a` is highly correlated with `q` and 4 other fields	High correlation
`e` is highly correlated with `q` and 1 other fields	High correlation
`q` is highly correlated with `a` and 6 other fields	High correlation
`ad` is highly correlated with `a` and 4 other fields	High correlation
`per_y` is highly correlated with `a` and 4 other fields	High correlation
`data_arc` is highly correlated with `n_obs_used` and 1 other fields	High correlation
`n_obs_used` is highly correlated with `data_arc` and 2 other fields	High correlation
`H` is highly correlated with `q` and 4 other fields	High correlation
`albedo` is highly correlated with `n_obs_used` and 2 other fields	High correlation
`GM` is highly correlated with `a` and 5 other fields	High correlation
`BV` is highly correlated with `albedo` and 1 other fields	High correlation
`UB` is highly correlated with `albedo` and 1 other fields	High correlation
`moid` is highly correlated with `a` and 6 other fields	High correlation
`a` is highly correlated with `ad`	High correlation
`q` is highly correlated with `moid`	High correlation
`ad` is highly correlated with `a` and 1 other fields	High correlation
`per_y` is highly correlated with `ad`	High correlation
`data_arc` is highly correlated with `n_obs_used` and 1 other fields	High correlation
`n_obs_used` is highly correlated with `data_arc` and 1 other fields	High correlation
`H` is highly correlated with `data_arc` and 1 other fields	High correlation
`BV` is highly correlated with `UB`	High correlation
`UB` is highly correlated with `BV`	High correlation
`moid` is highly correlated with `q`	High correlation
`a` is highly correlated with `q` and 3 other fields	High correlation
`q` is highly correlated with `a` and 2 other fields	High correlation
`ad` is highly correlated with `a` and 1 other fields	High correlation
`per_y` is highly correlated with `a` and 3 other fields	High correlation
`data_arc` is highly correlated with `n_obs_used`	High correlation
`n_obs_used` is highly correlated with `data_arc` and 1 other fields	High correlation
`H` is highly correlated with `n_obs_used` and 1 other fields	High correlation
`GM` is highly correlated with `H`	High correlation
`BV` is highly correlated with `UB`	High correlation
`UB` is highly correlated with `BV`	High correlation
`moid` is highly correlated with `a` and 2 other fields	High correlation
`neo` is highly correlated with `extent`	High correlation
`spec_B` is highly correlated with `extent`	High correlation
`extent` is highly correlated with `neo` and 2 other fields	High correlation
`pha` is highly correlated with `extent`	High correlation
`e` is highly correlated with `G` and 4 other fields	High correlation
`G` is highly correlated with `e` and 8 other fields	High correlation
`i` is highly correlated with `e` and 3 other fields	High correlation
`om` is highly correlated with `extent`	High correlation
`w` is highly correlated with `extent`	High correlation
`q` is highly correlated with `H` and 1 other fields	High correlation
`ad` is highly correlated with `per_y`	High correlation
`per_y` is highly correlated with `ad`	High correlation
`data_arc` is highly correlated with `G` and 4 other fields	High correlation
`n_obs_used` is highly correlated with `G` and 4 other fields	High correlation
`H` is highly correlated with `e` and 7 other fields	High correlation
`extent` is highly correlated with `e` and 14 other fields	High correlation
`albedo` is highly correlated with `G` and 4 other fields	High correlation
`GM` is highly correlated with `G` and 5 other fields	High correlation
`BV` is highly correlated with `extent` and 3 other fields	High correlation
`UB` is highly correlated with `extent` and 4 other fields	High correlation
`spec_B` is highly correlated with `extent` and 4 other fields	High correlation
`neo` is highly correlated with `e` and 4 other fields	High correlation
`pha` is highly correlated with `extent`	High correlation
`moid` is highly correlated with `q` and 1 other fields	High correlation
`G` has 839617 (> 99.9%) missing values	Missing
`data_arc` has 15789 (1.9%) missing values	Missing
`diameter` has 702055 (83.6%) missing values	Missing
`extent` has 839718 (> 99.9%) missing values	Missing
`albedo` has 703284 (83.8%) missing values	Missing
`rot_per` has 820940 (97.8%) missing values	Missing
`GM` has 839722 (> 99.9%) missing values	Missing
`BV` has 838715 (99.9%) missing values	Missing
`UB` has 838757 (99.9%) missing values	Missing
`IR` has 839735 (> 99.9%) missing values	Missing
`spec_B` has 838070 (99.8%) missing values	Missing
`spec_T` has 838756 (99.9%) missing values	Missing
`pha` has 16922 (2.0%) missing values	Missing
`moid` has 16922 (2.0%) missing values	Missing
`a` is highly skewed (γ1 = -802.1894094)	Skewed
`ad` is highly skewed (γ1 = 240.3784395)	Skewed
`per_y` is highly skewed (γ1 = 445.9490837)	Skewed
`full_name` is uniformly distributed	Uniform
`extent` is uniformly distributed	Uniform
`full_name` has unique values	Unique
`condition_code` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`diameter` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2022-10-01 18:26:40.608893
Analysis finished	2022-10-01 18:30:55.577712
Duration	4 minutes and 14.97 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

full_name
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	839736
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

1 Ceres	1
(2004 TC8)	1
(2004 TT4)	1
(2004 TE5)	1
(2004 TO5)	1
Other values (839731)	839731

Length

Max length	36
Median length	18
Mean length	18.44594611
Min length	9

Characters and Unicode

Total characters	15489725
Distinct characters	71
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	839736 ?
Unique (%)	100.0%

Sample

1st row	1 Ceres
2nd row	2 Pallas
3rd row	3 Juno
4th row	4 Vesta
5th row	5 Astraea

Common Values

Value	Count	Frequency (%)
1 Ceres	1	< 0.1%
(2004 TC8)	1	< 0.1%
(2004 TT4)	1	< 0.1%
(2004 TE5)	1	< 0.1%
(2004 TO5)	1	< 0.1%
(2004 TS5)	1	< 0.1%
(2004 TU5)	1	< 0.1%
(2004 TY5)	1	< 0.1%
(2004 TB6)	1	< 0.1%
(2004 TD6)	1	< 0.1%
Other values (839726)	839726	> 99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2014	57156	2.5%
2015	56268	2.5%
2005	52673	2.3%
2001	52365	2.3%
2002	50195	2.2%
2006	49675	2.2%
2000	47772	2.1%
2008	46065	2.1%
2007	39698	1.8%
2016	37468	1.7%
Other values (734813)	1752937	78.2%

Most occurring characters

Value	Count	Frequency (%)
	3603869	23.3%
0	1678719	10.8%
2	1487025	9.6%
1	1250155	8.1%
(	839404	5.4%
)	839404	5.4%
3	659532	4.3%
4	636072	4.1%
9	595097	3.8%
5	580224	3.7%
Other values (61)	3320224	21.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8339948	53.8%
Space Separator	3603869	23.3%
Uppercase Letter	1698858	11.0%
Open Punctuation	839404	5.4%
Close Punctuation	839404	5.4%
Lowercase Letter	163391	1.1%
Dash Punctuation	4742	< 0.1%
Other Punctuation	100	< 0.1%
Modifier Symbol	9	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	107193	6.3%
T	103053	6.1%
U	100348	5.9%
R	85589	5.0%
B	77320	4.6%
Q	76140	4.5%
V	75183	4.4%
C	74121	4.4%
E	73754	4.3%
W	73654	4.3%
Other values (16)	852503	50.2%

Lowercase Letter

Value	Count	Frequency (%)
a	21085	12.9%
e	16612	10.2%
i	14539	8.9%
n	13416	8.2%
r	12142	7.4%
o	12109	7.4%
l	8890	5.4%
s	8526	5.2%
t	7173	4.4%
u	6444	3.9%
Other values (16)	42455	26.0%

Decimal Number

Value	Count	Frequency (%)
0	1678719	20.1%
2	1487025	17.8%
1	1250155	15.0%
3	659532	7.9%
4	636072	7.6%
9	595097	7.1%
5	580224	7.0%
6	504815	6.1%
7	474435	5.7%
8	473874	5.7%

Other Punctuation

Value	Count	Frequency (%)
'	77	77.0%
/	18	18.0%
.	4	4.0%
!	1	1.0%

Space Separator

Value	Count	Frequency (%)
	3603869	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	839404	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	839404	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4742	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13627476	88.0%
Latin	1862249	12.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	107193	5.8%
T	103053	5.5%
U	100348	5.4%
R	85589	4.6%
B	77320	4.2%
Q	76140	4.1%
V	75183	4.0%
C	74121	4.0%
E	73754	4.0%
W	73654	4.0%
Other values (42)	1015894	54.6%

Common

Value	Count	Frequency (%)
	3603869	26.4%
0	1678719	12.3%
2	1487025	10.9%
1	1250155	9.2%
(	839404	6.2%
)	839404	6.2%
3	659532	4.8%
4	636072	4.7%
9	595097	4.4%
5	580224	4.3%
Other values (9)	1457975	10.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15489725	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3603869	23.3%
0	1678719	10.8%
2	1487025	9.6%
1	1250155	8.1%
(	839404	5.4%
)	839404	5.4%
3	659532	4.3%
4	636072	4.1%
9	595097	3.8%
5	580224	3.7%
Other values (61)	3320224	21.4%

a
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED

Distinct	839722
Distinct (%)	> 99.9%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.843216509

Minimum	-32588.94299
Maximum	3043.149073
Zeros	0
Zeros (%)	0.0%
Negative	4
Negative (%)	< 0.1%
Memory size	6.4 MiB

Quantile statistics

Minimum	-32588.94299
5-th percentile	2.150504217
Q1	2.385243992
median	2.644219113
Q3	2.996034644
95-th percentile	3.19035809
Maximum	3043.149073
Range	35632.09206
Interquartile range (IQR)	0.6107906513

Descriptive statistics

Standard deviation	37.32703149
Coefficient of variation (CV)	13.12845201
Kurtosis	694260.0825
Mean	2.843216509
Median Absolute Deviation (MAD)	0.2825566375
Skewness	-802.1894094
Sum	2387545.572
Variance	1393.30728
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.6784389	2	< 0.1%
2.6377364	2	< 0.1%
3.1903768	2	< 0.1%
2.2525112	2	< 0.1%
2.6495785	2	< 0.1%
2.8149624	2	< 0.1%
3.0070193	2	< 0.1%
3.2083831	2	< 0.1%
2.32273	2	< 0.1%
2.5985038	2	< 0.1%
Other values (839712)	839714	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-32588.94299	1	< 0.1%
-7496.643036	1	< 0.1%
-3562.472775	1	< 0.1%
-1.272345007	1	< 0.1%
0.555276049	1	< 0.1%
0.5798496703	1	< 0.1%
0.588661531	1	< 0.1%
0.6008545587	1	< 0.1%
0.6101859122	1	< 0.1%
0.615906811	1	< 0.1%

Value	Count	Frequency (%)
3043.149073	1	< 0.1%
1771.082417	1	< 0.1%
1603.442512	1	< 0.1%
1505.44081	1	< 0.1%
1498.997873	1	< 0.1%
1089.226429	1	< 0.1%
1010.385474	1	< 0.1%
966.4273742	1	< 0.1%
914.8572086	1	< 0.1%
904.1130705	1	< 0.1%

e
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	839664
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1556327739

Minimum	0
Maximum	1.201133796
Zeros	8
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0.03968610352
Q1	0.09145251507
median	0.1436543045
Q3	0.1994001383
95-th percentile	0.3023046611
Maximum	1.201133796
Range	1.201133796
Interquartile range (IQR)	0.1079476232

Descriptive statistics

Standard deviation	0.09388802373
Coefficient of variation (CV)	0.6032664032
Kurtosis	7.987223539
Mean	0.1556327739
Median Absolute Deviation (MAD)	0.05385454964
Skewness	1.953826525
Sum	130690.443
Variance	0.008814961
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8	< 0.1%
0.1801606	2	< 0.1%
0.1117705	2	< 0.1%
0.3037709	2	< 0.1%
0.1020742	2	< 0.1%
0.2175353	2	< 0.1%
0.1692772	2	< 0.1%
0.096774	2	< 0.1%
0.0419156	2	< 0.1%
0.0440801	2	< 0.1%
Other values (839654)	839710	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	< 0.1%
3.523002676 × 10^-6	1	< 0.1%
3.542565815 × 10^-6	1	< 0.1%
3.566871752 × 10^-6	1	< 0.1%
3.606057873 × 10^-6	1	< 0.1%
4.510673875 × 10^-6	1	< 0.1%
6.892931388 × 10^-6	1	< 0.1%
9.013926394 × 10^-6	1	< 0.1%
9.488363745 × 10^-6	1	< 0.1%
1.157942993 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
1.201133796	1	< 0.1%
1.001015659	1	< 0.1%
1.00085606	1	< 0.1%
1.000179767	1	< 0.1%
1	2	< 0.1%
0.9985356651	1	< 0.1%
0.9985056443	1	< 0.1%
0.9973789304	1	< 0.1%
0.9971840242	1	< 0.1%
0.9967309125	1	< 0.1%

G
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	47
Distinct (%)	39.5%
Missing	839617
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.1787394958

Minimum	-0.25
Maximum	0.6
Zeros	1
Zeros (%)	< 0.1%
Negative	9
Negative (%)	< 0.1%
Memory size	6.4 MiB

Quantile statistics

Minimum	-0.25
5-th percentile	-0.031
Q1	0.1
median	0.19
Q3	0.25
95-th percentile	0.373
Maximum	0.6
Range	0.85
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.1346027087
Coefficient of variation (CV)	0.7530664003
Kurtosis	0.9498793195
Mean	0.1787394958
Median Absolute Deviation (MAD)	0.08
Skewness	0.06323698161
Sum	21.27
Variance	0.01811788919
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0.11	6	< 0.1%
0.19	6	< 0.1%
0.1	6	< 0.1%
0.24	5	< 0.1%
0.25	5	< 0.1%
0.12	4	< 0.1%
0.2	4	< 0.1%
0.16	4	< 0.1%
0.08	4	< 0.1%
0.23	4	< 0.1%
Other values (37)	71	< 0.1%
(Missing)	839617	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.25	1	< 0.1%
-0.12	2	< 0.1%
-0.08	1	< 0.1%
-0.06	1	< 0.1%
-0.04	1	< 0.1%
-0.03	1	< 0.1%
-0.02	2	< 0.1%
0	1	< 0.1%
0.01	2	< 0.1%
0.03	2	< 0.1%

Value	Count	Frequency (%)
0.6	1	< 0.1%
0.51	1	< 0.1%
0.48	1	< 0.1%
0.46	2	< 0.1%
0.4	1	< 0.1%
0.37	3	< 0.1%
0.35	2	< 0.1%
0.34	1	< 0.1%
0.33	3	< 0.1%
0.32	3	< 0.1%

i
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	839638
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.950009418

Minimum	0.007545952591
Maximum	175.1887255
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	0.007545952591
5-th percentile	1.630090479
Q1	4.069042633
median	7.25731121
Q3	12.2560259
95-th percentile	22.58449192
Maximum	175.1887255
Range	175.1811795
Interquartile range (IQR)	8.186983263

Descriptive statistics

Standard deviation	6.666272987
Coefficient of variation (CV)	0.7448341869
Kurtosis	22.81001748
Mean	8.950009418
Median Absolute Deviation (MAD)	3.831998472
Skewness	2.316527994
Sum	7515645.109
Variance	44.43919554
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.449	2	< 0.1%
7.84568	2	< 0.1%
9.72033	2	< 0.1%
13.83061	2	< 0.1%
3.31938	2	< 0.1%
6.2112	2	< 0.1%
11.15592	2	< 0.1%
5.51167	2	< 0.1%
11.13718	2	< 0.1%
3.9971	2	< 0.1%
Other values (839628)	839716	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.007545952591	1	< 0.1%
0.01022135504	1	< 0.1%
0.01141463433	1	< 0.1%
0.01246624454	1	< 0.1%
0.01279762612	1	< 0.1%
0.0135549332	1	< 0.1%
0.01457821217	1	< 0.1%
0.02164156119	1	< 0.1%
0.02181802998	1	< 0.1%
0.02185489629	1	< 0.1%

Value	Count	Frequency (%)
175.1887255	1	< 0.1%
172.8720226	1	< 0.1%
172.1378358	1	< 0.1%
170.9883178	1	< 0.1%
170.9182421	1	< 0.1%
170.7359882	1	< 0.1%
170.5097021	1	< 0.1%
170.3236472	1	< 0.1%
166.7702419	1	< 0.1%
165.5563437	1	< 0.1%

om
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	839734
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	168.5016407

Minimum	0.0003882104437
Maximum	359.9997998
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	0.0003882104437
5-th percentile	16.90530558
Q1	80.21234412
median	160.2960655
Q3	252.2066452
95-th percentile	341.9223183
Maximum	359.9997998
Range	359.9994116
Interquartile range (IQR)	171.9943011

Descriptive statistics

Standard deviation	103.0965713
Coefficient of variation (CV)	0.6118431304
Kurtosis	-1.110165879
Mean	168.5016407
Median Absolute Deviation (MAD)	84.9337811
Skewness	0.1957920987
Sum	141496893.8
Variance	10628.90302
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
306.29161	2	< 0.1%
254.35408	2	< 0.1%
80.30553157	1	< 0.1%
36.57099564	1	< 0.1%
195.6906922	1	< 0.1%
215.3473371	1	< 0.1%
32.78730883	1	< 0.1%
35.02333438	1	< 0.1%
19.79729247	1	< 0.1%
50.42712746	1	< 0.1%
Other values (839724)	839724	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0003882104437	1	< 0.1%
0.0007349159453	1	< 0.1%
0.0009165999208	1	< 0.1%
0.001246082431	1	< 0.1%
0.001248152276	1	< 0.1%
0.001249995849	1	< 0.1%
0.002091735034	1	< 0.1%
0.002433188585	1	< 0.1%
0.00285331338	1	< 0.1%
0.003486633691	1	< 0.1%

Value	Count	Frequency (%)
359.9997998	1	< 0.1%
359.9997867	1	< 0.1%
359.9992945	1	< 0.1%
359.9992863	1	< 0.1%
359.9986334	1	< 0.1%
359.9983317	1	< 0.1%
359.997221	1	< 0.1%
359.997196	1	< 0.1%
359.9970339	1	< 0.1%
359.9966818	1	< 0.1%

w
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	839731
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	181.0765929

Minimum	0.001665762699
Maximum	359.999833
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	0.001665762699
5-th percentile	18.09826916
Q1	91.03955116
median	181.6698121
Q3	271.5233444
95-th percentile	342.2279491
Maximum	359.999833
Range	359.9981673
Interquartile range (IQR)	180.4837933

Descriptive statistics

Standard deviation	104.0241103
Coefficient of variation (CV)	0.5744757437
Kurtosis	-1.202904953
Mean	181.0765929
Median Absolute Deviation (MAD)	90.22058511
Skewness	-0.01433982445
Sum	152056533.8
Variance	10821.01553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
292.15537	2	< 0.1%
349.84932	2	< 0.1%
66.07069	2	< 0.1%
292.44415	2	< 0.1%
62.47979	2	< 0.1%
263.2997425	1	< 0.1%
176.7913749	1	< 0.1%
139.3804758	1	< 0.1%
294.2192303	1	< 0.1%
29.86095689	1	< 0.1%
Other values (839721)	839721	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001665762699	1	< 0.1%
0.00188	1	< 0.1%
0.001976761963	1	< 0.1%
0.002010482906	1	< 0.1%
0.002331299149	1	< 0.1%
0.002358729076	1	< 0.1%
0.002768875827	1	< 0.1%
0.003411887002	1	< 0.1%
0.003816525974	1	< 0.1%
0.004127212944	1	< 0.1%

Value	Count	Frequency (%)
359.999833	1	< 0.1%
359.9995511	1	< 0.1%
359.99936	1	< 0.1%
359.9981818	1	< 0.1%
359.9977763	1	< 0.1%
359.9973209	1	< 0.1%
359.9969598	1	< 0.1%
359.9965361	1	< 0.1%
359.9961204	1	< 0.1%
359.9961161	1	< 0.1%

q
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	839727
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.404732214

Minimum	0.07051073204
Maximum	80.4241748
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	0.07051073204
5-th percentile	1.683260509
Q1	1.971939116
median	2.225494004
Q3	2.578161876
95-th percentile	2.939276732
Maximum	80.4241748
Range	80.35366406
Interquartile range (IQR)	0.6062227602

Descriptive statistics

Standard deviation	2.233137563
Coefficient of variation (CV)	0.9286429273
Kurtosis	247.5557089
Mean	2.404732214
Median Absolute Deviation (MAD)	0.2939252648
Skewness	15.24086049
Sum	2019340.211
Variance	4.986903376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.0892755	2	< 0.1%
2.1791085	2	< 0.1%
2.7566799	2	< 0.1%
2.5341804	2	< 0.1%
2.4674691	2	< 0.1%
1.9452892	2	< 0.1%
2.2500792	2	< 0.1%
2.0215046	2	< 0.1%
2.9487698	2	< 0.1%
2.236648193	1	< 0.1%
Other values (839717)	839717	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.07051073204	1	< 0.1%
0.07587192754	1	< 0.1%
0.0793792941	1	< 0.1%
0.07950532559	1	< 0.1%
0.08074429596	1	< 0.1%
0.08188215046	1	< 0.1%
0.0873170149	1	< 0.1%
0.09079732509	1	< 0.1%
0.09093026715	1	< 0.1%
0.09204753842	1	< 0.1%

Value	Count	Frequency (%)
80.4241748	1	< 0.1%
76.15504975	1	< 0.1%
65.08190157	1	< 0.1%
55.84868056	1	< 0.1%
51.66252584	1	< 0.1%
51.10984173	1	< 0.1%
50.78510942	1	< 0.1%
50.02884451	1	< 0.1%
49.31068139	1	< 0.1%
48.74634905	1	< 0.1%

ad
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED

Distinct	839719
Distinct (%)	> 99.9%
Missing	6
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	3.3857068

Minimum	0.773683609
Maximum	6081.841956
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	0.773683609
5-th percentile	2.395914233
Q1	2.775341696
median	3.037745095
Q3	3.357957635
95-th percentile	3.863452183
Maximum	6081.841956
Range	6081.068273
Interquartile range (IQR)	0.5826159394

Descriptive statistics

Standard deviation	12.74641907
Coefficient of variation (CV)	3.764773452
Kurtosis	85017.59278
Mean	3.3857068
Median Absolute Deviation (MAD)	0.2889413527
Skewness	240.3784395
Sum	2843079.571
Variance	162.4711992
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.8535745	2	< 0.1%
3.0112479	2	< 0.1%
3.0826875	2	< 0.1%
3.4087055	2	< 0.1%
2.8434042	2	< 0.1%
3.1464532	2	< 0.1%
3.2988678	2	< 0.1%
3.1184482	2	< 0.1%
2.8804636	2	< 0.1%
3.7389205	2	< 0.1%
Other values (839709)	839710	> 99.9%
(Missing)	6	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.773683609	1	< 0.1%
0.7938394271	1	< 0.1%
0.8037800979	1	< 0.1%
0.8816535564	1	< 0.1%
0.8940792549	1	< 0.1%
0.8983530761	1	< 0.1%
0.9282881024	1	< 0.1%
0.9349939033	1	< 0.1%
0.9398152804	1	< 0.1%
0.9405500576	1	< 0.1%

Value	Count	Frequency (%)
6081.841956	1	< 0.1%
3539.518206	1	< 0.1%
3192.315411	1	< 0.1%
2994.066769	1	< 0.1%
2974.548305	1	< 0.1%
2171.872685	1	< 0.1%
1955.689047	1	< 0.1%
1924.49992	1	< 0.1%
1825.608647	1	< 0.1%
1784.084199	1	< 0.1%

per_y
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED

Distinct	839718
Distinct (%)	> 99.9%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.859543761

Minimum	0
Maximum	167877.7127
Zeros	5
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	0
5-th percentile	3.153666412
Q1	3.68389567
median	4.299860013
Q3	5.185950904
95-th percentile	5.698588558
Maximum	167877.7127
Range	167877.7127
Interquartile range (IQR)	1.502055234

Descriptive statistics

Standard deviation	252.1725034
Coefficient of variation (CV)	36.7622851
Kurtosis	256385.4041
Mean	6.859543761
Median Absolute Deviation (MAD)	0.6773420626
Skewness	445.9490837
Sum	5760198.98
Variance	63590.97146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5	< 0.1%
4.188834933	2	< 0.1%
5.698639309	2	< 0.1%
4.284057439	2	< 0.1%
5.299018177	2	< 0.1%
5.721508714	2	< 0.1%
5.51827692	2	< 0.1%
3.34118612	2	< 0.1%
4.312939732	2	< 0.1%
3.38071554	2	< 0.1%
Other values (839708)	839712	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	< 0.1%
0.4137820188	1	< 0.1%
0.441551459	1	< 0.1%
0.4516548578	1	< 0.1%
0.4657600589	1	< 0.1%
0.4766520521	1	< 0.1%
0.4833711348	1	< 0.1%
0.4853838807	1	< 0.1%
0.4858716709	1	< 0.1%
0.4955692661	1	< 0.1%

Value	Count	Frequency (%)
167877.7127	1	< 0.1%
74536.04751	1	< 0.1%
64207.87444	1	< 0.1%
58412.22234	1	< 0.1%
58037.63773	1	< 0.1%
35948.88775	1	< 0.1%
32117.28631	1	< 0.1%
30044.29632	1	< 0.1%
27671.84867	1	< 0.1%
27185.81292	1	< 0.1%

data_arc
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	22805
Distinct (%)	2.8%
Missing	15789
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%
Mean	5660.187025

Minimum	0
Maximum	72684
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	0
5-th percentile	8
Q1	3599
median	5792
Q3	7228
95-th percentile	10338
Maximum	72684
Range	72684
Interquartile range (IQR)	3629

Descriptive statistics

Standard deviation	4192.420393
Coefficient of variation (CV)	0.740685842
Kurtosis	16.10766265
Mean	5660.187025
Median Absolute Deviation (MAD)	1751
Skewness	2.463619613
Sum	4663694119
Variance	17576388.75
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	9346	1.1%
1	7932	0.9%
3	6113	0.7%
8	4298	0.5%
4	4247	0.5%
5	4207	0.5%
9	3619	0.4%
6	3358	0.4%
7	3353	0.4%
10	2924	0.3%
Other values (22795)	774550	92.2%
(Missing)	15789	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	7932	0.9%
2	9346	1.1%
3	6113	0.7%
4	4247	0.5%
5	4207	0.5%
6	3358	0.4%
7	3353	0.4%
8	4298	0.5%
9	3619	0.4%

Value	Count	Frequency (%)
72684	1	< 0.1%
72318	1	< 0.1%
63431	1	< 0.1%
62655	1	< 0.1%
62452	1	< 0.1%
62329	1	< 0.1%
62175	1	< 0.1%
61821	1	< 0.1%
61699	1	< 0.1%
61581	1	< 0.1%

condition_code
Unsupported

REJECTED
UNSUPPORTED

Missing	993
Missing (%)	0.1%
Memory size	6.4 MiB

n_obs_used
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3086
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	254.6177084

Minimum	2
Maximum	9325
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	2
5-th percentile	13
Q1	50
median	118
Q3	292
95-th percentile	1016
Maximum	9325
Range	9323
Interquartile range (IQR)	242

Descriptive statistics

Standard deviation	363.0045479
Coefficient of variation (CV)	1.425684608
Kurtosis	12.57446619
Mean	254.6177084
Median Absolute Deviation (MAD)	88
Skewness	3.014101542
Sum	213811656
Variance	131772.3018
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	10352	1.2%
10	9787	1.2%
14	9450	1.1%
12	9420	1.1%
15	8895	1.1%
13	7783	0.9%
16	7227	0.9%
9	6885	0.8%
18	6572	0.8%
19	6028	0.7%
Other values (3076)	757337	90.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	104	< 0.1%
4	189	< 0.1%
5	325	< 0.1%
6	1033	0.1%
7	1104	0.1%
8	2176	0.3%
9	6885	0.8%
10	9787	1.2%
11	10352	1.2%

Value	Count	Frequency (%)
9325	1	< 0.1%
8490	1	< 0.1%
8146	1	< 0.1%
7104	1	< 0.1%
6671	1	< 0.1%
6153	1	< 0.1%
6102	1	< 0.1%
6034	1	< 0.1%
5742	1	< 0.1%
5475	1	< 0.1%

H
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	9823
Distinct (%)	1.2%
Missing	2694
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	16.78606863

Minimum	-1.1
Maximum	33.2
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	< 0.1%
Memory size	6.4 MiB

Quantile statistics

Minimum	-1.1
5-th percentile	14.3
Q1	15.9
median	16.8
Q3	17.6
95-th percentile	19
Maximum	33.2
Range	34.3
Interquartile range (IQR)	1.7

Descriptive statistics

Standard deviation	1.821273637
Coefficient of variation (CV)	0.1084991178
Kurtosis	9.431060785
Mean	16.78606863
Median Absolute Deviation (MAD)	0.835
Skewness	0.6487420593
Sum	14050644.46
Variance	3.317037662
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16.8	24112	2.9%
16.5	24016	2.9%
16.6	23694	2.8%
16.7	23659	2.8%
16.9	23575	2.8%
16.4	23160	2.8%
17	22761	2.7%
17.1	22557	2.7%
16.3	22306	2.7%
16.2	22246	2.6%
Other values (9813)	604956	72.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.1	1	< 0.1%
-0.76	1	< 0.1%
-0.2	1	< 0.1%
0.2	1	< 0.1%
1.5	1	< 0.1%
1.8	1	< 0.1%
2.2	1	< 0.1%
2.4	1	< 0.1%
3.2	3	< 0.1%
3.3	2	< 0.1%

Value	Count	Frequency (%)
33.2	1	< 0.1%
32.301	1	< 0.1%
32.12	1	< 0.1%
32.1	2	< 0.1%
32	1	< 0.1%
31.854	1	< 0.1%
31.5	1	< 0.1%
31.4	1	< 0.1%
31.1	1	< 0.1%
31.028	1	< 0.1%

diameter
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	702055
Missing (%)	83.6%
Memory size	6.4 MiB

extent
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM

Distinct	18
Distinct (%)	100.0%
Missing	839718
Missing (%)	> 99.9%
Memory size	6.4 MiB

964.4 x 964.2 x 891.8	1
1.11 x 0.53 x 0.50	1
0.565 x 0.535 x 0.508	1
1.532 x 1.495 x 1.347	1
0.535x0.294x0.209	1
Other values (13)	13

Length

Max length	21
Median length	17
Mean length	15.83333333
Min length	9

Characters and Unicode

Total characters	285
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18 ?
Unique (%)	100.0%

Sample

1st row	964.4 x 964.2 x 891.8
2nd row	582x556x500
3rd row	572.6 x 557.2 x 446.4
4th row	279 x 232 x 189
5th row	276x94x78

Common Values

Value	Count	Frequency (%)
964.4 x 964.2 x 891.8	1	< 0.1%
1.11 x 0.53 x 0.50	1	< 0.1%
0.565 x 0.535 x 0.508	1	< 0.1%
1.532 x 1.495 x 1.347	1	< 0.1%
0.535x0.294x0.209	1	< 0.1%
2.1x1.0x1.0	1	< 0.1%
6.6 x 5.0 x 3.4	1	< 0.1%
2.35 x 1.65 x 1.44	1	< 0.1%
1.70x2.03x4.26	1	< 0.1%
5.0x2.0x2.1	1	< 0.1%
Other values (8)	8	< 0.1%
(Missing)	839718	> 99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
x	18	33.3%
276x94x78	1	1.9%
1.44	1	1.9%
1.70x2.03x4.26	1	1.9%
5.0x2.0x2.1	1	1.9%
582x556x500	1	1.9%
18.2x10.5x8.9	1	1.9%
34.4x11.2x11.2	1	1.9%
59.8x25.4x18.6	1	1.9%
964.4	1	1.9%
Other values (27)	27	50.0%

Most occurring characters

Value	Count	Frequency (%)
.	45	15.8%
	36	12.6%
x	36	12.6%
5	25	8.8%
0	24	8.4%
2	22	7.7%
1	22	7.7%
4	18	6.3%
9	15	5.3%
6	13	4.6%
Other values (3)	29	10.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	168	58.9%
Other Punctuation	45	15.8%
Space Separator	36	12.6%
Lowercase Letter	36	12.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	25	14.9%
0	24	14.3%
2	22	13.1%
1	22	13.1%
4	18	10.7%
9	15	8.9%
6	13	7.7%
8	11	6.5%
3	11	6.5%
7	7	4.2%

Other Punctuation

Value	Count	Frequency (%)
.	45	100.0%

Space Separator

Value	Count	Frequency (%)
	36	100.0%

Lowercase Letter

Value	Count	Frequency (%)
x	36	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	249	87.4%
Latin	36	12.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	45	18.1%
	36	14.5%
5	25	10.0%
0	24	9.6%
2	22	8.8%
1	22	8.8%
4	18	7.2%
9	15	6.0%
6	13	5.2%
8	11	4.4%
Other values (2)	18	7.2%

Latin

Value	Count	Frequency (%)
x	36	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	285	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	45	15.8%
	36	12.6%
x	36	12.6%
5	25	8.8%
0	24	8.4%
2	22	7.7%
1	22	7.7%
4	18	6.3%
9	15	5.3%
6	13	4.6%
Other values (3)	29	10.2%

albedo
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1057
Distinct (%)	0.8%
Missing	703284
Missing (%)	83.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.1300516255

Minimum	0.001
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	0.001
5-th percentile	0.034
Q1	0.053
median	0.078
Q3	0.188
95-th percentile	0.349
Maximum	1
Range	0.999
Interquartile range (IQR)	0.135

Descriptive statistics

Standard deviation	0.1099834654
Coefficient of variation (CV)	0.8456908168
Kurtosis	3.954345613
Mean	0.1300516255
Median Absolute Deviation (MAD)	0.035
Skewness	1.695329378
Sum	17745.8044
Variance	0.01209636266
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.057	1669	0.2%
0.055	1655	0.2%
0.053	1650	0.2%
0.052	1636	0.2%
0.049	1629	0.2%
0.051	1628	0.2%
0.056	1616	0.2%
0.054	1606	0.2%
0.048	1606	0.2%
0.059	1592	0.2%
Other values (1047)	120165	14.3%
(Missing)	703284	83.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001	5	< 0.1%
0.004	2	< 0.1%
0.005	3	< 0.1%
0.006	4	< 0.1%
0.007	3	< 0.1%
0.008	4	< 0.1%
0.009	4	< 0.1%
0.01	8	< 0.1%
0.011	8	< 0.1%
0.0116	1	< 0.1%

Value	Count	Frequency (%)
1	24	< 0.1%
0.994	1	< 0.1%
0.988	2	< 0.1%
0.987	1	< 0.1%
0.984	1	< 0.1%
0.977	1	< 0.1%
0.975	1	< 0.1%
0.966	1	< 0.1%
0.96	3	< 0.1%
0.959	1	< 0.1%

rot_per
Real number (ℝ_≥0)

MISSING

Distinct	11230
Distinct (%)	59.7%
Missing	820940
Missing (%)	97.8%
Infinite	0
Infinite (%)	0.0%
Mean	21.1367719

Minimum	0.004389
Maximum	3240
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	0.004389
5-th percentile	2.425825
Q1	4.21
median	6.653
Q3	12.62425
95-th percentile	73.9775
Maximum	3240
Range	3239.995611
Interquartile range (IQR)	8.41425

Descriptive statistics

Standard deviation	73.13175091
Coefficient of variation (CV)	3.459929987
Kurtosis	344.4887443
Mean	21.1367719
Median Absolute Deviation (MAD)	3.153
Skewness	14.03914359
Sum	397286.7646
Variance	5348.252992
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	56	< 0.1%
24	50	< 0.1%
1	49	< 0.1%
1.33	47	< 0.1%
6	36	< 0.1%
8	35	< 0.1%
10	34	< 0.1%
1.97	32	< 0.1%
20	30	< 0.1%
1.78	29	< 0.1%
Other values (11220)	18398	2.2%
(Missing)	820940	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.004389	1	< 0.1%
0.0049	1	< 0.1%
0.0068295	1	< 0.1%
0.0083	1	< 0.1%
0.0085799	1	< 0.1%
0.0086309	1	< 0.1%
0.009438	1	< 0.1%
0.01185	1	< 0.1%
0.012	1	< 0.1%
0.0127	1	< 0.1%

Value	Count	Frequency (%)
3240	1	< 0.1%
1917.221	1	< 0.1%
1880	1	< 0.1%
1641	1	< 0.1%
1561	1	< 0.1%
1332	1	< 0.1%
1320	1	< 0.1%
1265	1	< 0.1%
1256.016	1	< 0.1%
1234.171	1	< 0.1%

GM
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	14
Distinct (%)	100.0%
Missing	839722
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	7.821927596

Minimum	2.1 × 10^-9
Maximum	62.6284
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	2.1 × 10^-9
5-th percentile	4.115 × 10^-9
Q1	0.001022225
median	0.61925
Q3	6.5
95-th percentile	33.48994
Maximum	62.6284
Range	62.6284
Interquartile range (IQR)	6.498977775

Descriptive statistics

Standard deviation	16.78880479
Coefficient of variation (CV)	2.146376911
Kurtosis	10.12039438
Mean	7.821927596
Median Absolute Deviation (MAD)	0.6192499964
Skewness	3.07227767
Sum	109.5069863
Variance	281.8639662
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
62.6284	1	< 0.1%
14.3	1	< 0.1%
17.8	1	< 0.1%
7	1	< 0.1%
1.53	1	< 0.1%
0.491	1	< 0.1%
0.7475	1	< 0.1%
0.00275	1	< 0.1%
0.00689	1	< 0.1%
0.0004463	1	< 0.1%
Other values (4)	4	< 0.1%
(Missing)	839722	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.1 × 10^-9	1	< 0.1%
5.2 × 10^-9	1	< 0.1%
3.224 × 10^-8	1	< 0.1%
0.0004463	1	< 0.1%
0.00275	1	< 0.1%
0.00689	1	< 0.1%
0.491	1	< 0.1%
0.7475	1	< 0.1%
1.53	1	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
62.6284	1	< 0.1%
17.8	1	< 0.1%
14.3	1	< 0.1%
7	1	< 0.1%
5	1	< 0.1%
1.53	1	< 0.1%
0.7475	1	< 0.1%
0.491	1	< 0.1%
0.00689	1	< 0.1%
0.00275	1	< 0.1%

BV
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	307
Distinct (%)	30.1%
Missing	838715
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.7692115573

Minimum	0.58
Maximum	1.077
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	0.58
5-th percentile	0.65
Q1	0.7
median	0.743
Q3	0.85
95-th percentile	0.915
Maximum	1.077
Range	0.497
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.08862520944
Coefficient of variation (CV)	0.1152156498
Kurtosis	-0.7164569799
Mean	0.7692115573
Median Absolute Deviation (MAD)	0.063
Skewness	0.4156207948
Sum	785.365
Variance	0.007854427749
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.86	13	< 0.1%
0.69	13	< 0.1%
0.72	13	< 0.1%
0.85	12	< 0.1%
0.698	11	< 0.1%
0.705	11	< 0.1%
0.84	10	< 0.1%
0.719	10	< 0.1%
0.871	10	< 0.1%
0.708	10	< 0.1%
Other values (297)	908	0.1%
(Missing)	838715	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.58	1	< 0.1%
0.59	1	< 0.1%
0.595	1	< 0.1%
0.598	1	< 0.1%
0.603	1	< 0.1%
0.604	1	< 0.1%
0.61	3	< 0.1%
0.611	1	< 0.1%
0.613	1	< 0.1%
0.615	1	< 0.1%

Value	Count	Frequency (%)
1.077	1	< 0.1%
1.059	1	< 0.1%
1.047	1	< 0.1%
1.026	1	< 0.1%
1.022	1	< 0.1%
1.01	1	< 0.1%
0.99	2	< 0.1%
0.964	1	< 0.1%
0.96	2	< 0.1%
0.955	1	< 0.1%

UB
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	339
Distinct (%)	34.6%
Missing	838757
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.3643963228

Minimum	0.12
Maximum	0.655
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	0.12
5-th percentile	0.2239
Q1	0.289
median	0.36
Q3	0.439
95-th percentile	0.5211
Maximum	0.655
Range	0.535
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.09578029684
Coefficient of variation (CV)	0.2628464967
Kurtosis	-0.7169325515
Mean	0.3643963228
Median Absolute Deviation (MAD)	0.075
Skewness	0.1681964241
Sum	356.744
Variance	0.009173865263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.41	14	< 0.1%
0.39	12	< 0.1%
0.5	11	< 0.1%
0.36	11	< 0.1%
0.38	10	< 0.1%
0.37	9	< 0.1%
0.375	9	< 0.1%
0.34	9	< 0.1%
0.425	8	< 0.1%
0.44	8	< 0.1%
Other values (329)	878	0.1%
(Missing)	838757	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.12	1	< 0.1%
0.14	1	< 0.1%
0.16	2	< 0.1%
0.161	1	< 0.1%
0.166	1	< 0.1%
0.17	1	< 0.1%
0.177	1	< 0.1%
0.18	1	< 0.1%
0.188	1	< 0.1%
0.189	3	< 0.1%

Value	Count	Frequency (%)
0.655	1	< 0.1%
0.633	1	< 0.1%
0.615	1	< 0.1%
0.61	1	< 0.1%
0.602	1	< 0.1%
0.601	1	< 0.1%
0.596	1	< 0.1%
0.594	1	< 0.1%
0.588	1	< 0.1%
0.58	1	< 0.1%

IR
Categorical

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	100.0%
Missing	839735
Missing (%)	> 99.9%
Memory size	6.4 MiB

-0.33	1

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	5
Distinct characters	4
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	100.0%

Sample

1st row	-0.33

Common Values

Value	Count	Frequency (%)
-0.33	1	< 0.1%
(Missing)	839735	> 99.9%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0.33	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
3	2	40.0%
-	1	20.0%
0	1	20.0%
.	1	20.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3	60.0%
Dash Punctuation	1	20.0%
Other Punctuation	1	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	2	66.7%
0	1	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	2	40.0%
-	1	20.0%
0	1	20.0%
.	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	2	40.0%
-	1	20.0%
0	1	20.0%
.	1	20.0%

spec_B
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	34
Distinct (%)	2.0%
Missing	838070
Missing (%)	99.8%
Memory size	6.4 MiB

S	445
C	152
Ch	139
X	138
Sq	114
Other values (29)	678

Length

Max length	5
Median length	1
Mean length	1.404561825
Min length	1

Characters and Unicode

Total characters	2340
Distinct characters	29
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

1st row	C
2nd row	B
3rd row	Sk
4th row	V
5th row	S

Common Values

Value	Count	Frequency (%)
S	445	0.1%
C	152	< 0.1%
Ch	139	< 0.1%
X	138	< 0.1%
Sq	114	< 0.1%
Xc	67	< 0.1%
B	66	< 0.1%
Sl	56	< 0.1%
V	48	< 0.1%
Xk	48	< 0.1%
Other values (24)	393	< 0.1%
(Missing)	838070	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
s	461	27.7%
c	155	9.3%
x	144	8.6%
ch	139	8.3%
sq	116	7.0%
xc	67	4.0%
b	66	4.0%
sl	56	3.4%
v	49	2.9%
xk	48	2.9%
Other values (18)	365	21.9%

Most occurring characters

Value	Count	Frequency (%)
S	728	31.1%
C	355	15.2%
X	289	12.4%
h	154	6.6%
q	116	5.0%
k	77	3.3%
c	67	2.9%
B	66	2.8%
l	56	2.4%
L	56	2.4%
Other values (19)	376	16.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1668	71.3%
Lowercase Letter	641	27.4%
Other Punctuation	29	1.2%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	728	43.6%
C	355	21.3%
X	289	17.3%
B	66	4.0%
L	56	3.4%
V	50	3.0%
K	38	2.3%
Q	20	1.2%
T	19	1.1%
A	17	1.0%
Other values (5)	30	1.8%

Lowercase Letter

Value	Count	Frequency (%)
h	154	24.0%
q	116	18.1%
k	77	12.0%
c	67	10.5%
l	56	8.7%
a	38	5.9%
b	36	5.6%
e	30	4.7%
r	27	4.2%
g	25	3.9%

Other Punctuation

Value	Count	Frequency (%)
:	29	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2309	98.7%
Common	31	1.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	728	31.5%
C	355	15.4%
X	289	12.5%
h	154	6.7%
q	116	5.0%
k	77	3.3%
c	67	2.9%
B	66	2.9%
l	56	2.4%
L	56	2.4%
Other values (16)	345	14.9%

Common

Value	Count	Frequency (%)
:	29	93.5%
(	1	3.2%
)	1	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2340	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	728	31.1%
C	355	15.2%
X	289	12.4%
h	154	6.6%
q	116	5.0%
k	77	3.3%
c	67	2.9%
B	66	2.8%
l	56	2.4%
L	56	2.4%
Other values (19)	376	16.1%

spec_T
Categorical

HIGH CARDINALITY
MISSING

Distinct	131
Distinct (%)	13.4%
Missing	838756
Missing (%)	99.9%
Memory size	6.4 MiB

S	338
C	140
X	52
M	38
D	35
Other values (126)	377

Length

Max length	6
Median length	1
Mean length	1.410204082
Min length	1

Characters and Unicode

Total characters	1382
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	71 ?
Unique (%)	7.2%

Sample

1st row	G
2nd row	B
3rd row	S
4th row	V
5th row	S

Common Values

Value	Count	Frequency (%)
S	338	< 0.1%
C	140	< 0.1%
X	52	< 0.1%
M	38	< 0.1%
D	35	< 0.1%
P	33	< 0.1%
F	28	< 0.1%
XC	23	< 0.1%
CX	21	< 0.1%
E	12	< 0.1%
Other values (121)	260	< 0.1%
(Missing)	838756	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
s	338	34.5%
c	150	15.3%
x	53	5.4%
m	38	3.9%
d	35	3.6%
p	34	3.5%
f	29	3.0%
cx	27	2.8%
xc	24	2.4%
e	12	1.2%
Other values (97)	240	24.5%

Most occurring characters

Value	Count	Frequency (%)
S	382	27.6%
C	305	22.1%
X	151	10.9%
D	84	6.1%
F	78	5.6%
U	78	5.6%
P	66	4.8%
:	64	4.6%
M	43	3.1%
B	32	2.3%
Other values (9)	99	7.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1318	95.4%
Other Punctuation	64	4.6%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	382	29.0%
C	305	23.1%
X	151	11.5%
D	84	6.4%
F	78	5.9%
U	78	5.9%
P	66	5.0%
M	43	3.3%
B	32	2.4%
G	31	2.4%
Other values (8)	68	5.2%

Other Punctuation

Value	Count	Frequency (%)
:	64	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1318	95.4%
Common	64	4.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	382	29.0%
C	305	23.1%
X	151	11.5%
D	84	6.4%
F	78	5.9%
U	78	5.9%
P	66	5.0%
M	43	3.3%
B	32	2.4%
G	31	2.4%
Other values (8)	68	5.2%

Common

Value	Count	Frequency (%)
:	64	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1382	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	382	27.6%
C	305	22.1%
X	151	10.9%
D	84	6.1%
F	78	5.6%
U	78	5.6%
P	66	4.8%
:	64	4.6%
M	43	3.1%
B	32	2.3%
Other values (9)	99	7.2%

neo
Boolean

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	6
Missing (%)	< 0.1%
Memory size	1.6 MiB

False	818341
True	21389
(Missing)	6

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	818341	97.5%
True	21389	2.5%
(Missing)	6	< 0.1%

pha
Boolean

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	16922
Missing (%)	2.0%
Memory size	1.6 MiB

False	820800
True	2014
(Missing)	16922

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
False	820800	97.7%
True	2014	0.2%
(Missing)	16922	2.0%

moid
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	295369
Distinct (%)	35.9%
Missing	16922
Missing (%)	2.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.423511209

Minimum	3.43764 × 10^-7
Maximum	79.5013
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 MiB

Quantile statistics

Minimum	3.43764 × 10^-7
5-th percentile	0.7068403
Q1	0.9785395
median	1.23788
Q3	1.59061
95-th percentile	1.9536635
Maximum	79.5013
Range	79.50129966
Interquartile range (IQR)	0.6120705

Descriptive statistics

Standard deviation	2.251047729
Coefficient of variation (CV)	1.581334741
Kurtosis	244.232168
Mean	1.423511209
Median Absolute Deviation (MAD)	0.2982415
Skewness	15.1641912
Sum	1171284.952
Variance	5.067215879
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.03989	21	< 0.1%
1.1055	21	< 0.1%
1.07536	20	< 0.1%
1.02875	20	< 0.1%
1.01843	20	< 0.1%
1.0393	20	< 0.1%
1.05776	19	< 0.1%
1.08696	19	< 0.1%
1.06313	19	< 0.1%
1.09701	19	< 0.1%
Other values (295359)	822616	98.0%
(Missing)	16922	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.43764 × 10^-7	1	< 0.1%
4.43146 × 10^-7	1	< 0.1%
4.54412 × 10^-7	1	< 0.1%
1.4097 × 10^-6	1	< 0.1%
1.62715 × 10^-6	1	< 0.1%
2.78487 × 10^-6	1	< 0.1%
3.60874 × 10^-6	1	< 0.1%
4.35092 × 10^-6	1	< 0.1%
4.61835 × 10^-6	1	< 0.1%
4.77024 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
79.5013	1	< 0.1%
75.1839	1	< 0.1%
64.1103	1	< 0.1%
54.9306	1	< 0.1%
50.6967	1	< 0.1%
50.3996	1	< 0.1%
49.973	1	< 0.1%
49.0423	1	< 0.1%
48.3959	1	< 0.1%
47.766	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	full_name	a	e	G	i	om	w	q	ad	per_y	data_arc	n_obs_used	H	diameter	extent	albedo	rot_per	GM	BV	UB	IR	spec_B	spec_T	neo	pha	moid
0	1 Ceres	2.769165	0.076009	0.12	10.594067	80.305532	73.597694	2.558684	2.979647	4.608202	8822.0	1002	3.34	939.4	964.4 x 964.2 x 891.8	0.0900	9.074170	62.6284	0.713	0.426	NaN	C	G	N	N	1.594780
1	2 Pallas	2.772466	0.230337	0.11	34.836234	173.080063	310.048857	2.133865	3.411067	4.616444	72318.0	8490	4.13	545	582x556x500	0.1010	7.813200	14.3000	0.635	0.284	NaN	B	B	N	N	1.233240
2	3 Juno	2.669150	0.256942	0.32	12.988919	169.852760	248.138626	1.983332	3.354967	4.360814	72684.0	7104	5.33	246.596	NaN	0.2140	7.210000	NaN	0.824	0.433	NaN	Sk	S	N	N	1.034540
3	4 Vesta	2.361418	0.088721	0.32	7.141771	103.810804	150.728541	2.151909	2.570926	3.628837	24288.0	9325	3.20	525.4	572.6 x 557.2 x 446.4	0.4228	5.342128	17.8000	0.782	0.492	NaN	V	V	N	N	1.139480
4	5 Astraea	2.574249	0.191095	NaN	5.366988	141.576604	358.687608	2.082324	3.066174	4.130323	63431.0	2861	6.85	106.699	NaN	0.2740	16.806000	NaN	0.826	0.411	NaN	S	S	N	N	1.095890
5	6 Hebe	2.425160	0.203007	0.24	14.737901	138.640203	239.807490	1.932835	2.917485	3.776755	62329.0	6034	5.71	185.18	NaN	0.2679	7.274500	NaN	0.822	0.399	NaN	S	S	N	N	0.973965
6	7 Iris	2.385334	0.231206	NaN	5.523651	259.563231	145.265106	1.833831	2.936837	3.684105	62452.0	5206	5.51	199.83	NaN	0.2766	7.139000	NaN	0.855	0.484	NaN	S	S	N	N	0.846100
7	8 Flora	2.201764	0.156499	0.28	5.886955	110.889330	285.287462	1.857190	2.546339	3.267115	62655.0	2744	6.49	147.491	NaN	0.2260	12.865000	NaN	0.885	0.489	NaN	NaN	S	N	N	0.874176
8	9 Metis	2.385637	0.123114	0.17	5.576816	68.908577	6.417369	2.091931	2.679342	3.684806	61821.0	2649	6.28	190	NaN	0.1180	5.079000	NaN	0.858	0.496	NaN	NaN	S	N	N	1.106910
9	10 Hygiea	3.141539	0.112461	NaN	3.831560	283.202167	312.315206	2.788240	3.494839	5.568291	62175.0	3409	5.43	407.12	NaN	0.0717	27.630000	7.0000	0.696	0.351	NaN	C	C	N	N	1.778390

Last rows

	full_name	a	e	G	i	om	w	q	ad	per_y	data_arc	condition_code	n_obs_used	H	diameter	extent	albedo	rot_per	GM	BV	UB	IR	spec_B	spec_T	neo	pha	moid
839726	(4532 P-L)	2.324578	0.200505	NaN	6.626798	17.773486	328.867731	1.858487	2.790669	3.544250	4.0	9	5	17.393	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	0.855072
839727	(4717 P-L)	2.953786	0.219023	NaN	4.796715	4.018721	345.966282	2.306839	3.600734	5.076645	4.0	9	10	16.280	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	1.300570
839728	(4847 P-L)	2.721596	0.238416	NaN	7.984165	14.097989	355.461791	2.072724	3.370468	4.489972	4.0	9	7	16.827	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	1.071900
839729	(6013 P-L)	2.279725	0.185817	NaN	5.976037	194.238895	195.314818	1.856114	2.703336	3.442166	4.0	9	6	17.100	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	0.861240
839730	(6331 P-L)	2.334803	0.282830	NaN	8.082044	355.250303	5.263699	1.674450	2.995156	3.567661	20863.0	0	83	18.500	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	0.670508
839731	(6344 P-L)	2.812945	0.664688	NaN	4.695700	183.310012	234.618352	0.943214	4.682676	4.717914	17298.0	0	118	20.400	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Y	Y	0.032397
839732	(1168 T-2)	2.645238	0.259376	NaN	12.574937	1.620020	339.568072	1.959126	3.331350	4.302346	16.0	9	15	17.507	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	0.956145
839733	(2060 T-2)	2.373137	0.202053	NaN	0.732484	176.499082	198.026527	1.893638	2.852636	3.655884	5.0	9	6	18.071	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	0.893896
839734	(2678 T-3)	2.260404	0.258348	NaN	9.661947	204.512448	148.496988	1.676433	2.844376	3.398501	10.0	9	13	18.060	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	0.680220
839735	(4571 T-3)	2.546442	0.287672	NaN	5.356238	70.709555	273.483265	1.813901	3.278983	4.063580	11.0	9	11	17.406	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	0.815280

Overview

Variables

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Category Frequency Plot

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Common Values

Length

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Most occurring scripts

Most frequent character per script